John-Z's Overlay · Trifecta ATM

Sat, May 23

Race 7

Md 20000

Post: 3:53 · 6f · Dirt · $48K purse · 11 runners

New — Ask Claude Opus about this race Why a horse rates the way it does, what the trifecta ticket means, where the public might be wrong.

Pace shape

11 runners

Hot pace

6 early types pressing for the lead — expect a fast pace, favors closers (P/S).

5 E — pure early 1 EP — early/presser 1 P — presser 1 S — closer 3 Unclassified

Projected speed

3 of 11 runners have no BRIS run-style code (often first-time starters); narrative may understate the true pace.

Trifecta shape

Wide open

Lottery shape — low hit rates, larger payouts when they cash. Entertainment-only; the model is not confident in any structure.

1×3×3 key (top pick) on posts 6, 4, 7, 11

The model's most-likely-to-cash structure (informational — not a bet recommendation).

Cost

$6.00

6 combos

Hit prob

2.8%

simulated

Typical payout if hit

$53.00

mean $72.08

Expected ROI

-66.0%

net $-3.96

  • · Most-likely-to-cash structure: 1×3×3 key (top pick) on posts [6, 4, 7, 11] — hits 2.8% of simulated runs
  • · At $6 stake, a typical cash pays ≈ $53 (mean $72; trifecta payoffs are heavy-tailed). Estimated from the public pool, validated against archive payoffs.
  • · Wide-open shape — anyone could hit; longshots have room.

A Top picks

6

B Contenders

4, 7, 11

C Value-edge longshots

1

Other ticket structures (5)
Ticket Cost Hit prob Typical payout ROI
3-horse box $6.00 3.1% $54.99 -68%
A key, B in 2nd, A+B+C in 3rd $9.00 3.6% $54.99 -61%
2×4×4 part wheel $12.00 5.3% $54.99 -63%
1×4×4 key (top pick) $12.00 5.0% $42.66 -82%
4-horse box $24.00 9.3% $69.52 -53%

Hit prob is the model's per-race PL distribution. "Typical payout" is the median cash, weighted by the public pool's odds (not the model's own picks) and calibrated to actual historical trifecta payoffs — so it reflects what the tote really pays, not the model's disagreement. Walk-forward backtests show pari-mutuel takeout (~16-26%) is too steep to consistently clear at this data scale — these are tipsheet outputs, not bet recommendations.

Top-4 ITM concentration: 52% · Top 4 cover 1.57 of the 3.00 expected ITM finishers

Field

Click any horse name for the per-horse breakdown (last-10-races chart, SHAP feature contributions, full PP table).

PP Horse ML Pred Close Pred Fig Win ITM% Edge
6AEEXODUS2.0-11.3-173.218%49%-36%
4BEJACK CHARLES4.5-13.0-172.715%42%·-5%
7BEHIGHWAY PATROL15-113-171.512%37%+21%
11BSPROPS12-116-170.410%30%+10%
9PGRAB THE SPARK3.5-13.8-169.49%28%-28%
3EQUILIBRIUM10-111-170.69%26%·+3%
5ECARDINAL UNION8.0-111-169.98%26%·-2%
1CAGAINST THE TIME30-143-169.17%23%+15%
2ECHATTERFIELD20-141-163.56%18%+6%
10EPJ DAVID30-160-158.14%12%·+3%
8BIG FUZZ12-120-152.43%9%-10%

Sort the table by clicking column headers. Edge = our predicted ITM% minus the public-implied ITM% (live odds when present, ML otherwise); green ▲ ≥ +5pp, red ▼ ≤ −5pp. See How to Use for the math.

Ask Claude Opus

Questions about the model's predictions for Race 7 · Sat, May 23 · Churchill Downs. Powered by Claude Opus 4.7.

Ask anything about the field, the trifecta ticket, or why the model rates a horse the way it does.

Limited to 30 questions per day per visitor. Answers are model-generated and may be incorrect — not betting advice.